Basic Statistics

Raw Counts

Name Value
Rows 522
Columns 40
Discrete columns 18
Continuous columns 22
All missing columns 0
Missing observations 1,086
Complete Rows 29
Total observations 20,880
Memory allocation 186.8 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 3 columns ignored with more than 50 categories.
## fence: 92 categories
## uniqueidsppfence: 522 categories
## DDsurvival_notes: 70 categories

QQ Plot

## Warning: Removed 240 rows containing non-finite values (stat_qq).
## Warning: Removed 240 rows containing non-finite values (stat_qq_line).

## Warning: Removed 40 rows containing non-finite values (stat_qq).
## Warning: Removed 40 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 20 categories ignored!
## fence: 24 categories
## uniqueidsppfence: 29 categories
## Warning in cor(x = structure(list(numalive = c(9L, 9L, 10L, 9L, 9L, 5L, : the standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(species = structure(c(1L, 1L, : The following features are dropped due to zero variance:
##  * disp.y_yes